blunder-buster

Diagnoses and corrects Bellman decision blunders from correction JSON records.

Updated Jun 25, 2026

Search Tags:#json #reinforcement learning #diagnose #correction #bellman #decision blunders #value iteration

One-click install

npx skills add https://github.com/richard-jh-mccrae/PokemonAI --skill blunder-buster-richard-jh-mccrae

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: blunder-buster
Source: https://github.com/richard-jh-mccrae/PokemonAI/tree/main/.agents/skills/blunder-buster
Command: npx skills add https://github.com/richard-jh-mccrae/PokemonAI --skill blunder-buster-richard-jh-mccrae

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Decision-making workflows based on Bellman-style value iteration can produce blunders—suboptimal or incorrect decisions—that are hard to spot and fix manually. This Skill reads one or more correction JSON records and applies a structured workflow to diagnose and correct those decision blunders. ## Core Features & Use Cases - Blunder Diagnosis: Parses correction JSON records to identify Bellman decision blunders in recorded decision traces. - Correction Workflow: Applies a defined, authoritative workflow to correct identified blunders consistently across multiple records. - Use Case: A reinforcement learning practitioner exports correction JSON records from a training run and uses this Skill to diagnose where the policy made value-estimation blunders and produce corrected decisions. ## Quick Start Diagnose and correct the Bellman decision blunders in my correction JSON records.

Frequently Asked Questions about blunder-buster

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I correct Bellman decision blunders from JSON records?▼

Provide one or more correction JSON records describing the decisions, and the Skill diagnoses each Bellman decision blunder and applies its correction workflow. Multiple records can be processed in a single run.

What input format does blunder-buster require?▼

It requires correction JSON records as input. Each record should describe the decision context to be diagnosed, and the Skill processes one or more such records per invocation.

Can I process multiple correction records at once?▼

Yes, the Skill accepts one or more correction JSON records in a single invocation and applies the same diagnosis and correction workflow to each record.

What are the limitations of automated blunder correction?▼

The Skill only diagnoses blunders represented in the provided correction JSON records; it cannot detect issues absent from the input data. Results depend on the completeness and correctness of the records supplied.